ArticlePakistan journal of medical sciences2026
Diabetes burden and health expenditure in Türkiye and OECD countries: A value-based health care perspective.
Article in Pakistan journal of medical sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background & Objective: Diabetes mellitus is a major global cause of morbidity and mortality. In Türkiye, the diabetes burden has increased markedly, raising concerns about health system performance and expenditures. Our objective was to compare diabetes burden, health expenditures, and avoidable hospital admissions in Türkiye and Organisation for Economic Co-operation and Development (OECD) countries (2010-2021), and to examine their associations within a value-based health care (VBHC) framework. Methodology: This retrospective cross-national comparative study examined Türkiye and OECD countries between 2010 to 2021. Data were obtained from IHME-GBD-2021, OECD Health Statistics, and WHO National Health Accounts. Trend analyses and regression models were used to assess associations between diabetes-related disability-adjusted life years (DALYs), health expenditures, and financing indicators. Results: Türkiye's diabetes-related DALY levels were consistently higher than the OECD average, with the gap widening from 18% in 2010 to 34% in 2021 (p=0.008). Preventable hospital admissions were also more frequent in Türkiye (242.7 vs. 147.9 per 100,000; p=0.006). Across OECD countries, higher per capita health expenditures showed negative associations with DALY rates, whereas in Türkiye rising expenditures were observed alongside higher DALYs. Out-of-pocket spending (OOPS) correlated positively with the diabetes burden in Türkiye, while a higher public share of expenditure (GGHE-D) was associated with reduced OOPS. Conclusion: Despite rising health expenditures, proportional improvements in diabetes outcomes have not been achieved in Türkiye. Strengthening primary care, preventive strategies, outcome measurement, and financial protection may support the transition toward value-based health care and help reduce the diabetes burden.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.